Thanasis Vafeiadis

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Dimitrios TzovarasInformation Technologies InstituteVerified email at iti.gr
Dimosthenis IoannidisInformation Technologies InstituteVerified email at iti.gr
Alexandros NizamisResearcher at CERTHVerified email at iti.gr
Stelios KrinidisVerified email at iti.gr
Theofilos D. MastosPhD Candidate, University of MacedoniaVerified email at uom.edu.gr
Nikolaos DimitriouInformation Technologies Institute, Centre for Research and Technology HellasVerified email at iti.gr
Nikos AlexopoulosKenotom Embedded Engineering ExcellenceVerified email at kenotom.com
Chrysovalantou ZiogouCenter for Research and Technology Hellas (CERTH), Chemical Process and Energy Resources InstituteVerified email at cperi.certh.gr
Spyros S. VoutetakisProcess Systems Design and Implementation Lab.(CERTH/CPERI/PSDI)Verified email at cperi.certh.gr
Konstantinos DiamantarasProfessor, Department of Information and Electronic Engineering, International Hellenic UniversityVerified email at ihu.gr
Konstantinos ChatzisavvasDpt of Electrical and Computer Engineering, University of Western Macedonia & School of MathematicsVerified email at auth.gr
votis konstantinosCentre for Research and Technology Hellas/Information Technologies Institute (CERTH/ITI)Verified email at iti.gr
Lampros LeontarisInformation Technologies InstituteVerified email at iti.gr
Konstantinos MoustakasProfessor, University of Patras, Electrical and Computer Engineering DepartmentVerified email at upatras.gr
Dimitrios KarapistolisProfessor in StatisticsVerified email at pylimad.gr
George StalidisProfessor, International Hellenic UniversityVerified email at stalidis.gr
Angeliki ZacharakiPhD CandidateVerified email at civil.duth.gr
Evdoxia Eirini LithoxoidouResearch Assistant at Certh/Iti and PhD Student at University of SheffieldVerified email at iti.gr
Yuchun XuProfessor of Manufacturing, Aston UniversityVerified email at aston.ac.uk
Christos IlioudisProfessor in Internet Security, International Hellenic University - GreeceVerified email at it.teithe.gr

Thanasis Vafeiadis

Postdoctoral research fellow at Information Technologies Institute (CERTH - ITI)

Verified email at iti.gr - Homepage

Time series Linear trend analysis Machine learning Deep learning Data analytics


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A comparison of machine learning techniques for customer churn prediction T Vafeiadis, KI Diamantaras, G Sarigiannidis, K Chatzisavvas Simulation Modelling: Practice and Theory 55, 1-9, 2015	508	2015
Industry 4.0 sustainable supply chains: An application of an IoT enabled scrap metal management solution TD Mastos, A Nizamis, T Vafeiadis, N Alexopoulos, C Ntinas, D Gkortzis, ... Journal of Cleaner Production 269, 122377, 2020	156	2020
Introducing an application of an industry 4.0 solution for circular supply chain management T Mastos, A Nizamis, S Terzi, D Gkortzis, A Papadopoulos, N Tsagkalidis, ... Journal of Cleaner Production 300, 126886, 2021	116	2021
Marketing Decision Support Using Artificial Intelligence and Knowledge Modeling: Application to Tourist Destination Management G Stalidis, D Karapistolis, T Vafeiadis Procedia - Social and Behavioral Sciences 175, 106-113, 2015	97	2015
Forecasting faults of industrial equipment using machine learning classifiers N Kolokas, T Vafeiadis, D Ioannidis, D Tzovaras IEEE International Conference on INnovations in Intelligent SysTems and …, 2018	50	2018
Machine Learning Based Occupancy Detection Via The Use of Smart Meters T Vafeiadis, S Zikos, G Stavropoulos, D Ioannidis, S Krinidis, D Tzovaras, ... International Conference on Energy Science and Electrical Engineering …, 2017	47	2017
A framework for inspection of dies attachment on PCB utilizing machine learning techniques T Vafeiadis, N Dimitriou, D Ioannidis, T Wotherspoon, G Tinker, ... Journal of Management Analytics, 1-14, 2018	43	2018
A generic fault prognostics algorithm for manufacturing industries using unsupervised machine learning classifiers N Kolokas, T Vafeiadis, D Ioannidis, D Tzovaras Simulation Modelling Practice and Theory 103, 102109, 2020	38	2020
Fault diagnosis in microelectronics attachment via deep learning analysis of 3-D laser scans N Dimitriou, L Leontaris, T Vafeiadis, D Ioannidis, T Wotherspoon, ... IEEE Transactions on Industrial Electronics 67 (7), 5748-5757, 2019	36	2019
Utilizing machine learning on freight transportation and logistics applications: A review K Tsolaki, T Vafeiadis, A Nizamis, D Ioannidis, D Tzovaras ICT Express, 2022	29	2022
RECLAIM: Towards new era of refurbishment and re-manufacturing of industrial equipment A Zacharaki, T Vafeiadis, N Kolokas, A Vaxevani, Y Xu, M Pesch, ... Frontiers in Artificial Intelligence 3, 101, 2021	25	2021
A deep learning framework for simulation and defect prediction applied in microelectronics N Dimitriou, L Leontaris, T Vafeiadis, D Ioannidis, T Wotherspoon, ... Simulation Modelling Practice and Theory 100, 102063, 2020	23	2020
Predictive Maintenance for Injection Moulding Machines enabled by Cognitive Analytics for Industry 4.0 V Rousopoulou, A Nizamis, T Vafeiadis, D Ioannidis, D Tzovaras Frontiers of Artificial Intelligence, 2020	20	2020
Real-time network data analysis using time series models T Vafeiadis, A Papanikolaou, C Ilioudis, S Charchalakis Simulation Modelling Practice and Theory 29, 173-180, 2012	20	2012
Cognitive analytics platform with AI solutions for anomaly detection V Rousopoulou, T Vafeiadis, A Nizamis, I Iakovidis, L Samaras, ... Computers in Industry 134, 103555, 2022	18	2022
Estimation of linear trend onset in time series T Vafeiadis, E Bora-Senta, D Kugiumtzis Simulation Modelling Practice and Theory 19 (5), 1384-1398, 2011	18*	2011
Robust malfunction diagnosis in process industry time series T Vafeiadis, S Krinidis, C Ziogou, D Ioannidis, S Voutetakis, D Tzovaras IEEE 14th International Conference on Industrial Informatics (INDIN …, 2016	17	2016
Data Analytics Platform for the Optimization of Waste Management Procedures T Vafeiadis, A Nizamis, V Pavlopoulos, L Guigliano, V Rousopoulou, ... International Workshop on IoT Applications and Industry 4.0, 2019	13	2019
Data analysis and visualization framework in the manufacturing decision support system of COMPOSITION project T Vafeiadis, D Kalatzis, A Nizamis, D Ioannidis, K Apostolou, I Metaxa, ... International Conference on Changeable, Agile, Reconfigurable and Virtual …, 2018	11	2018
Towards robust early stage data knowledge-based inference engine to support zero-defect strategies in manufacturing environment T Vafeiadis, D Ioannidis, C Ziazios, I Metaxa, D Tzovaras 27th International Conference on Flexible Automation and Intelligent …, 2017	11	2017

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